alamb commented on pull request #706:
URL: https://github.com/apache/arrow-datafusion/pull/706#issuecomment-878422340


   > What's the ideal design going forward? If the end goal is to create one 
async task for each partition and let tokio thread pool to manage the 
parallelism (threads), then I think the proper change we want to introduce 
should be getting rid of spawn_blocking and make read_files fully async.
   
   I agree with @houqp that the ideal design is to make the parquet reader 
fully async (which is blocked on getting an actually async parquet reader)


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